17 - 22 July, 2022 • Physical: Kuala Lumpur Convention Centre (KLCC), Kuala Lumpur, Malaysia • Hybrid: Online Platform

Preserving Our Heritage, Enabling Our Future Through Remote Sensing

17 - 22 July, 2022 • Physical: Kuala Lumpur Convention Centre (KLCC), Kuala Lumpur, Malaysia • Hybrid: Online Platform

TH6.V6.8

HYPERSPECTRAL IMAGE CLASSIFICATION USING HIERARCHICAL SPATIAL-SPECTRAL TRANSFORMER

Chao Song, Shaohui Mei, Mingyang Ma, Fulin Xu, Yifan Zhang, Northwestern Polytechnical University, China; Qian Du, Mississippi State University, United States
Session:
Hyperspectral Image Classification III Multimedia Virtual
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Location:
Virtual Room 6
Presentation Time:
Thu, 21 Jul, 21:35 - 22:45 Malaysia Time (UTC +8)
Thu, 21 Jul, 15:35 - 16:45 Central European Time (UTC +1)
Thu, 21 Jul, 13:35 - 14:45 UTC
Thu, 21 Jul, 09:35 - 10:45 Eastern Time (UTC -5)
Session Chair:
Denis Ivanitsa, Northwestern Polytechnical University
Session Manager:
Moon Khiang Chin
Presentation
Discussion
Resources
No resources available.
Session TH6.V6
TH6.V6.1: SPECTRAL TRANSFORMER WITH DYNAMIC SPATIAL SAMPLING AND GAUSSIAN POSITIONAL EMBEDDING FOR HYPERSPECTRAL IMAGE CLASSIFICATION
Jiaqi Feng, Xiaoyan Luo, Sen Li, Qixiong Wang, Jihao Yin, Beihang University, China
TH6.V6.2: EFFICIENT HYPERSPECTRAL IMAGERY CLASSIFICATION METHOD WITH LIGHTWEIGHT STRUCTURE AND IMAGE TRANSFORMATION-BASED DATA AUGMENTATION
Denis Ivanitsa, Wei Wei, Northwestern Polytechnical University, Russia
TH6.V6.3: Short and Long Range Graph Convolution Network for Hyperspectral Image Classification
Wenxiang Zhu, Chunhui Zhao, Boao Qin, Shou Feng, Harbin Engineering University, China
TH6.V6.4: Cross-scene hyperspectral image classification based on feature learning
Aili Wang, Chengyang Liu, Huaming Zhou, Yingluo Song, Haibin Wu, Harbin University of Science and Technology, China; Yuji Iwahori, Chubu University, Aichi, Japan, Japan
TH6.V6.5: FEATURE INTEGRATION-BASED TRAINING FOR CROSS-DOMAIN HYPERSPECTRAL IMAGE CLASSIFICATION
Cheng Zhang, Shengwei Zhong, Chen Gong, Nanjing University of science and technology, China
TH6.V6.6: SOURCE-FREE DOMAIN ADAPTATION FOR CROSS-SCENE HYPERSPECTRAL IMAGE CLASSIFICATION
Zun Xu, Wei Wei, Lei Zhang, Jiangtao Nie, Northwestern Polytechnical University, China
TH6.V6.7: HYPERSPECTRAL CLASSIFICATION WITH GRADIENT BASED ACTIVE LEARNING
Songzheng Xu, Wei Wei, Lei Zhang, Xiao Zhang, Northwestern Polytechnical University, China
TH6.V6.8: HYPERSPECTRAL IMAGE CLASSIFICATION USING HIERARCHICAL SPATIAL-SPECTRAL TRANSFORMER
Chao Song, Shaohui Mei, Mingyang Ma, Fulin Xu, Yifan Zhang, Northwestern Polytechnical University, China; Qian Du, Mississippi State University, United States
TH6.V6.9: HYPERSPECTRAL IMAGE CLASSIFICATION VIA DOUBLE-BRANCH MULTI-SCALE SPECTRAL-SPATIAL CONVOLUTION NETWORK
Lianhui Liang, Zhi Cui, Hunan University, China; Shaoquan Zhang, Nanchang Institute of Technology, China; Jun Li, China University of Geosciences, China
TH6.V6.10: A Model Distillation Approach for Explaining Black-Box Models for Hyperspectral Image Classification
Gulsen Taskin, Istanbul Technical University, Turkey